Reinforcing smart grid resilience through blockchain-supported deep learning models for theft detection.

Bibi F, Rehman SU, Bibi S, Aziz K, Alshammari A, Karovič V

DOI: 10.1038/s41598-026-38824-w
Published: 2026 Mar 17
Container: Scientific reports
Publisher: Not recorded
Open access: yes

Credibility signals

limited evidence Score 45/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1038/s41598-026-38824-w,
  title = {Reinforcing smart grid resilience through blockchain-supported deep learning models for theft detection.},
  author = {Bibi F and Rehman SU and Bibi S and Aziz K and Alshammari A and Karovič V},
  year = {2026},
  journal = {Scientific reports},
  doi = {10.1038/s41598-026-38824-w},
  url = {https://doi.org/10.1038/s41598-026-38824-w}
}

RIS

TY  - JOUR
TI  - Reinforcing smart grid resilience through blockchain-supported deep learning models for theft detection.
AU  - Bibi F
AU  - Rehman SU
AU  - Bibi S
AU  - Aziz K
AU  - Alshammari A
AU  - Karovič V
PY  - 2026
JO  - Scientific reports
DO  - 10.1038/s41598-026-38824-w
UR  - https://doi.org/10.1038/s41598-026-38824-w
ER  -

APA

F, B., SU, R., S, B., K, A., A, A., & V, K. (2026). Reinforcing smart grid resilience through blockchain-supported deep learning models for theft detection.. Scientific reports. https://doi.org/10.1038/s41598-026-38824-w

Source records

pubmed · retrieved 2026-09-25T17:59:05.790Z